Daniel Sonntag

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 134

Top Venues

CoRR

Künstliche Intell.

CBMS

Publications

Abdulrahman Mohamed Selim, Maurice Rekrut, Michael Barz, Daniel Sonntag
Speech Imagery BCI Training Using Game with a Purpose. AVI (2024)
Duy M. H. Nguyen, An T. Le, Trung Q. Nguyen, Nghiem T. Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. CoRR (2024)
Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors. CoRR (2024)
Werner Damm, David Hess, Mark Schweda, Janos Sztipanovits, Klaus Bengler, Bianca Biebl, Martin Fränzle, Willem Hagemann, Moritz Held, Klas Ihme, Severin Kacianka, Alyssa J. Kerscher, Sebastian Lehnhoff, Andreas Lüdtke, Alexander Pretschner, Astrid Rakow, Jochem W. Rieger, Daniel Sonntag, Maike Schwammberger, Benedikt Austel, Anirudh Unni, Eric M. S. P. Veith
A Reference Architecture of Human Cyber-Physical Systems - Part I: Fundamental Concepts. ACM Trans. Cyber Phys. Syst. 8 (1) (2024)
Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller
Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues. GoodIT (2024)
Duy M. H. Nguyen, Nina Lukashina, Tai Nguyen, An T. Le, TrungTin Nguyen, Nhat Ho, Jan Peters, Daniel Sonntag, Viktor Zaverkin, Mathias Niepert
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks. CoRR (2024)
Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag
Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife. Ecol. Informatics 82 (2024)
Hoai-Chau Tran, Duy M. H. Nguyen, Duy M. Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh T. Nguyen, Mathias Niepert
Accelerating Transformers with Spectrum-Preserving Token Merging. CoRR (2024)
Md Abdul Kadir, Hasan Md Tusfiqur Alam, Pascale Maul, Hans-Jürgen Profitlich, Moritz Wolf, Daniel Sonntag
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project. CoRR (2024)
Abdulrahman Mohamed Selim, Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Daniel Sonntag
A review of machine learning in scanpath analysis for passive gaze-based interaction. Frontiers Artif. Intell. 7 (2024)
Klaus Bengler, Werner Damm, Andreas Lüdtke, Jochem W. Rieger, Benedikt Austel, Bianca Biebl, Martin Fränzle, Willem Hagemann, Moritz Held, David Hess, Klas Ihme, Severin Kacianka, Alyssa J. Kerscher, Forrest Laine, Sebastian Lehnhoff, Alexander Pretschner, Astrid Rakow, Daniel Sonntag, Janos Sztipanovits, Maike Schwammberger, Mark Schweda, Anirudh Unni, Eric M. S. P. Veith
A References Architecture for Human Cyber Physical Systems, Part II: Fundamental Design Principles for Human-CPS Interaction. ACM Trans. Cyber Phys. Syst. 8 (1) (2024)
Konstantin Kuznetsov, Sara-Jane Bittner, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
FormTwin: A Framework for Pen-based Data Collection. UMAP (Adjunct Publication) (2024)
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets. GoodIT (2024)
Werner Damm, Martin Fränzle, Alyssa J. Kerscher, Forrest Laine, Klaus Bengler, Bianca Biebl, Willem Hagemann, Moritz Held, David Hess, Klas Ihme, Severin Kacianka, Sebastian Lehnhoff, Andreas Lüdtke, Alexander Pretschner, Astrid Rakow, Jochem W. Rieger, Daniel Sonntag, Janos Sztipanovits, Maike Schwammberger, Mark Schweda, Alexander Trende, Anirudh Unni, Eric M. S. P. Veith
A Reference Architecture of Human Cyber-Physical Systems - Part III: Semantic Foundations. ACM Trans. Cyber Phys. Syst. 8 (1) (2024)
Hoang H. Le, Duy M. H. Nguyen, Omair Shahzad Bhatti, László Kopácsi, Thinh P. Ngo, Binh T. Nguyen, Michael Barz, Daniel Sonntag
I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data. CoRR (2024)
Daniel Sonntag, Michael Barz, Thiago S. Gouvêa
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE). CoRR (2024)
Siting Liang, Mareike Hartmann, Daniel Sonntag
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types. ClinicalNLP@ACL (2023)
Siting Liang, Mareike Hartmann, Daniel Sonntag
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop. CoRR (2023)
Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models. CoRR (2023)
Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. NeurIPS (2023)
Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Duy Minh Ho Nguyen, Daniel Sonntag
Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification. IUI Companion (2023)
Daniel Sonntag
Avoid Predatory Journals. Künstliche Intell. 37 (1) (2023)
Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag
Putting Humans in the Image Captioning Loop. CoRR (2023)
Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. CoRR (2023)
Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. KI (2023)
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space. CoRR (2023)
Md Abdul Kadir, Fabrizio Nunnari, Daniel Sonntag
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust. CoRR (2023)
Duy M. H. Nguyen, Hoang Nguyen, Nghiem Diep, Tan N. Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. CoRR (2023)
Enrico Bunde, Daniel Eisenhardt, Daniel Sonntag, Hans-Jürgen Profitlich, Christian Meske
Giving DIAnA More TIME - Guidance for the Design of XAI-Based Medical Decision Support Systems. DESRIST (2023)
Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. MICCAI (2) (2023)
László Kopácsi, Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
IMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-automatic Fixation-to-AOI mapping. IUI Companion (2023)
Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
Detection of contract cheating in pen-and-paper exams through the analysis of handwriting style. ICMI Companion (2023)
László Kopácsi, Benjámin Baffy, Gábor Baranyi, Joul Skaf, Gábor Sörös, Szilvia Szeier, András Lorincz, Daniel Sonntag
Cross-Viewpoint Semantic Mapping: Integrating Human and Robot Perspectives for Improved 3D Semantic Reconstruction. Sensors 23 (11) (2023)
Christoph Albert Johns, Michael Barz, Daniel Sonntag
Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models. KI (2023)
Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. CoRR (2023)
Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets. IJCAI (2023)
Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory. SustaiNLP (2023)
Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering. AAAI (2023)
Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory. CoRR (2023)
Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions. KI (2023)
Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. CoRR (2023)
Thiago S. Gouvêa, Hannes Kath, Ilira Troshani, Bengt Lüers, Patricia P. Serafini, Ivan B. Campos, André S. Afonso, Sergio M. F. M. Leandro, Lourens Swanepoel, Nicholas Theron, Anthony M. Swemmer, Daniel Sonntag
Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves. IJCAI (2023)
Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
A User Interface for Explaining Machine Learning Model Explanations. IUI Companion (2023)
Thiago S. Gouvêa, Ilira Troshani, Marc Herrlich, Daniel Sonntag
Annotating Sound Events Through Interactive Design of Interpretable Features. HHAI (2022)
Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. CVPR (2022)
Alexander Prange, Daniel Sonntag
Modeling Users' Cognitive Performance Using Digital Pen Features. Frontiers Artif. Intell. 5 (2022)
Mareike Hartmann, Daniel Sonntag
A survey on improving NLP models with human explanations. CoRR (2022)
Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. CoRR (2022)
Felix Céard-Falkenberg, Konstantin Kuznetsov, Alexander Prange, Michael Barz, Daniel Sonntag
pEncode: A Tool for Visualizing Pen Signal Encodings in Real-Time. HHAI (2022)
Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
SpellInk: Interactive Correction of Spelling Mistakes in Handwritten Text. HHAI (2022)
Pablo Valdunciel, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval. CHIIR (2022)
Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning. KI (2022)
Mareike Hartmann, Aliki Anagnostopoulou, Daniel Sonntag
Interactive Machine Learning for Image Captioning. CoRR (2022)
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
TATL: Task agnostic transfer learning for skin attributes detection. Medical Image Anal. 78 (2022)
Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag
XAINES: Explaining AI with Narratives. Künstliche Intell. 36 (3) (2022)
Duy M. H. Nguyen, Hoang Nguyen, Mai Thanh Nhat Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering. CoRR (2022)
Duy M. H. Nguyen, Truong T. N. Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag
Self-supervised Domain Adaptation for Diabetic Retinopathy Grading Using Vessel Image Reconstruction. KI (2021)
Michael Barz, Daniel Sonntag
Automatic Visual Attention Detection for Mobile Eye Tracking Using Pre-Trained Computer Vision Models and Human Gaze. Sensors 21 (12) (2021)
Alexander Prange, Daniel Sonntag
A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality. KI (2021)
Alexander Prange, Michael Barz, Anika Heimann-Steinert, Daniel Sonntag
Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening. CHI (2021)
Duy M. H. Nguyen, Truong T. N. Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction. CoRR (2021)
Fabrizio Nunnari, Md Abdul Kadir, Daniel Sonntag
On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images. CD-MAKE (2021)
Fabrizio Nunnari, Daniel Sonntag
A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities. EICS (2021)
Ellák Somfai, Benjámin Baffy, Kristian Fenech, Changlu Guo, Rita Hosszú, Dorina Korózs, Fabrizio Nunnari, Marcell Pólik, Daniel Sonntag, Attila Ulbert, András Lorincz
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification. CoRR (2021)
Sebastian Kapp, Michael Barz, Sergey Mukhametov, Daniel Sonntag, Jochen Kuhn
ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays. Sensors 21 (6) (2021)
Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. CoRR (2021)
Luisa Lauer, Kristin Altmeyer, Sarah Malone, Michael Barz, Roland Brünken, Daniel Sonntag, Markus Peschel
Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children. Sensors 21 (19) (2021)
Michael Barz, Sebastian Kapp, Jochen Kuhn, Daniel Sonntag
Automatic Recognition and Augmentation of Attended Objects in Real-time using Eye Tracking and a Head-mounted Display. ETRA Adjunct (2021)
Fabrizio Nunnari, Hasan Md Tusfiqur Alam, Daniel Sonntag
Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks. CD-MAKE (2021)
Hans-Jürgen Profitlich, Daniel Sonntag
A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report. CoRR (2021)
Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag
Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images. KI (2021)
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection. CoRR (2021)
Alexander Prange, Daniel Sonntag
Assessing Cognitive Test Performance Using Automatic Digital Pen Features Analysis. UMAP (2021)
Michael Barz, Omair Shahzad Bhatti, Bengt Lüers, Alexander Prange, Daniel Sonntag
Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces. ICMI Companion (2021)
Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
EyeLogin - Calibration-free Authentication Method for Public Displays Using Eye Gaze. ETRA Short Papers (2021)
Rajarshi Biswas, Michael Barz, Mareike Hartmann, Daniel Sonntag
Improving German Image Captions Using Machine Translation and Transfer Learning. SLSP (2021)
Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
Implicit Estimation of Paragraph Relevance From Eye Movements. Frontiers Comput. Sci. 3 (2021)
Daniel Sonntag
AI in Medicine, Covid-19 and Springer Nature's Open Access Agreement. Künstliche Intell. 34 (2) (2020)
Fabrizio Nunnari, Chirag Bhuvaneshwara, Abraham Obinwanne Ezema, Daniel Sonntag
A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images. CD-MAKE (2020)
Marimuthu Kalimuthu, Fabrizio Nunnari, Daniel Sonntag
A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task. CoRR (2020)
Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag
The Effects of Masking in Melanoma Image Classification with CNNs Towards International Standards for Image Preprocessing. MobiHealth (2020)
Duy M. H. Nguyen, Huong Vu, Binh T. Nguyen, Fabrizio Nunnari, Daniel Sonntag
Attention with Multiple Sources Knowledges for COVID-19 from CT Images. CoRR (2020)
Michael Barz, Kristin Altmeyer, Sarah Malone, Luisa Lauer, Daniel Sonntag
Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests. UMAP (2020)
Rajarshi Biswas, Michael Barz, Daniel Sonntag
Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking. Künstliche Intell. 34 (4) (2020)
Daniel Sonntag, Fabrizio Nunnari, Hans-Jürgen Profitlich
The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report. CoRR (2020)
Marimuthu Kalimuthu, Fabrizio Nunnari, Daniel Sonntag
A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task. CLEF (Working Notes) (2020)
Duy Minh Ho Nguyen, Abraham Obinwanne Ezema, Fabrizio Nunnari, Daniel Sonntag
A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net. KI (2020)
Michael Barz, Sven Stauden, Daniel Sonntag
Visual Search Target Inference in Natural Interaction Settings with Machine Learning. ETRA (2020)
Daniel Sonntag, Hans-Jürgen Profitlich
An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation. Artif. Intell. Medicine 93 (2019)
Alexander Prange, Mira Niemann, Antje Latendorf, Anika Steinert, Daniel Sonntag
Multimodal Speech-based Dialogue for the Mini-Mental State Examination. CHI Extended Abstracts (2019)
Michael Barz, Daniel Sonntag
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning. CoRR (2019)
Hans-Jürgen Profitlich, Daniel Sonntag
Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models. CoRR (2019)
Alexander Prange, Daniel Sonntag
Modeling Cognitive Status through Automatic Scoring of a Digital Version of the Clock Drawing Test. UMAP (2019)
Michael Barz, Daniel Sonntag
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning. IWSDS (2019)
Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow
Automatic Judgement of Neural Network-Generated Image Captions. SLSP (2019)
Fabrizio Nunnari, Daniel Sonntag
A CNN toolbox for skin cancer classification. CoRR (2019)
Marimuthu Kalimuthu, Michael Barz, Daniel Sonntag
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings. WANLP@ACL 2019 (2019)
Alexander Prange, Michael Barz, Daniel Sonntag
A categorisation and implementation of digital pen features for behaviour characterisation. CoRR (2018)
Michael Barz, Neslihan Büyükdemircioglu, Rikhu Prasad Surya, Tim Polzehl, Daniel Sonntag
Device-Type Influence in Crowd-based Natural Language Translation Tasks (short paper). SAD/CrowdBias@HCOMP (2018)
Alexander Prange, Michael Barz, Daniel Sonntag
Medical 3D Images in Multimodal Virtual Reality. IUI Companion (2018)

Daniel Sonntag.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Daniel Sonntag